CVPR 2021

1,660 papers

Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation

Yapeng Tian, Di Hu, Chenliang Xu

Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time

Shaowei Liu, Hanwen Jiang, Jiarui Xu, Sifei Liu, Xiaolong Wang

Repurposing GANs for One-Shot Semantic Part Segmentation

Nontawat Tritrong, Pitchaporn Rewatbowornwong, Supasorn Suwajanakorn

DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort

Yuxuan Zhang, huan ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche

Conditional Bures Metric for Domain Adaptation

You-Wei Luo, Chuan-Xian Ren

Towards Open World Object Detection

K J Joseph, Salman Khan, Fahad Shahbaz Khan, Vineeth N Balasubramanian

Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges

Qingyong Hu, Bo Yang, Sheikh Khalid, Wen Xiao, Niki Trigoni

Plan2Scene: Converting Floorplans to 3D Scenes

Madhawa Vidanapathirana, Qirui Wu, Yasutaka Furukawa, Angel X. Chang, Manolis Savva

Sparse R-CNN: End-to-End Object Detection With Learnable Proposals

Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu

Transformation Driven Visual Reasoning

Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng

PPR10K: A Large-Scale Portrait Photo Retouching Dataset With Human-Region Mask and Group-Level Consistency

Jie Liang, Hui Zeng, Miaomiao Cui, Xuansong Xie, Lei Zhang

Depth From Camera Motion and Object Detection

Brent A. Griffin, Jason J. Corso

Adaptive Weighted Discriminator for Training Generative Adversarial Networks

Vasily Zadorozhnyy, Qiang Cheng, Qiang Ye

Source-Free Domain Adaptation for Semantic Segmentation

Yuang Liu, Wei Zhang, Jun Wang

Panoptic-PolarNet: Proposal-Free LiDAR Point Cloud Panoptic Segmentation

Zixiang Zhou, Yang Zhang, Hassan Foroosh

ContactOpt: Optimizing Contact To Improve Grasps

Patrick Grady, Chengcheng Tang, Christopher D. Twigg, Minh Vo, Samarth Brahmbhatt

Faster Meta Update Strategy for Noise-Robust Deep Learning

Youjiang Xu, Linchao Zhu, Lu Jiang, Yi Yang

Robust and Accurate Object Detection via Adversarial Learning

Xiangning Chen, Cihang Xie, Mingxing Tan, Li Zhang, Cho-jui Hsieh

Pre-Trained Image Processing Transformer

Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng

Monocular Real-Time Full Body Capture With Inter-Part Correlations

Yuxiao Zhou, Marc Habermann, Ikhsanul Habibie, Ayush Tewari, Christian Theobalt

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

Sungha Choi, Sanghun Jung, Huiwon Yun, Joanne T. Kim, Seungryong Kim

Group Collaborative Learning for Co-Salient Object Detection

Qi Fan, Deng-Ping Fan, Huazhu Fu, Chi-Keung Tang, Ling Shao

PAUL: Procrustean Autoencoder for Unsupervised Lifting

Chaoyang Wang, Simon Lucey

Dogfight: Detecting Drones From Drones Videos

Muhammad Waseem Ashraf, Waqas Sultani, Mubarak Shah

Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing

Yu Wu, Yi Yang

Unsupervised Learning of 3D Object Categories From Videos in the Wild

Philipp Henzler, Jeremy Reizenstein, Patrick Labatut, Roman Shapovalov, Tobias Ritschel

Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning

Chengming Xu, Yanwei Fu, Chen Liu, Chengjie Wang, Jilin Li

Divergence Optimization for Noisy Universal Domain Adaptation

Qing Yu, Atsushi Hashimoto, Yoshitaka Ushiku

Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning

Hongguang Zhang, Piotr Koniusz, Songlei Jian, Hongdong Li, Philip H. S. Torr

Learning Semantic Person Image Generation by Region-Adaptive Normalization

Zhengyao Lv, Xiaoming Li, Xin Li, Fu Li, Tianwei Lin

Learning Multi-Scale Photo Exposure Correction

Mahmoud Afifi, Konstantinos G. Derpanis, Bjorn Ommer, Michael S. Brown

Gated Spatio-Temporal Attention-Guided Video Deblurring

Maitreya Suin, A. N. Rajagopalan

MongeNet: Efficient Sampler for Geometric Deep Learning

Leo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado

Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation

Haoxin Chen, Hanjie Wu, Nanxuan Zhao, Sucheng Ren, Shengfeng He

Toward Accurate and Realistic Outfits Visualization With Attention to Details

Kedan Li, Min Jin Chong, Jeffrey Zhang, Jingen Liu

Posterior Promoted GAN With Distribution Discriminator for Unsupervised Image Synthesis

Xianchao Zhang, Ziyang Cheng, Xiaotong Zhang, Han Liu

Cascaded Prediction Network via Segment Tree for Temporal Video Grounding

Yang Zhao, Zhou Zhao, Zhu Zhang, Zhijie Lin

Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss

Lu Zhang, Shuigeng Zhou, Jihong Guan, Ji Zhang

Ensembling With Deep Generative Views

Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang

Learning To Filter: Siamese Relation Network for Robust Tracking

Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang

Shelf-Supervised Mesh Prediction in the Wild

Yufei Ye, Shubham Tulsiani, Abhinav Gupta

Connecting What To Say With Where To Look by Modeling Human Attention Traces

Zihang Meng, Licheng Yu, Ning Zhang, Tamara L. Berg, Babak Damavandi

Semi-Supervised Domain Adaptation Based on Dual-Level Domain Mixing for Semantic Segmentation

Shuaijun Chen, Xu Jia, Jianzhong He, Yongjie Shi, Jianzhuang Liu

AdderSR: Towards Energy Efficient Image Super-Resolution

Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing XU

Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy

Federico Paredes-Valles, Guido C. H. E. de Croon

Inception Convolution With Efficient Dilation Search

Jie Liu, Chuming Li, Feng Liang, CHEN LIN, Ming Sun

Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection

Luwei Hou, Yu Zhang, Kui Fu, Jia Li

SuperMix: Supervising the Mixing Data Augmentation

Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Nasser M. Nasrabadi

Ranking Neural Checkpoints

Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green

Semi-Supervised Semantic Segmentation With Cross Pseudo Supervision

Xiaokang Chen, YUHUI YUAN, Gang Zeng, Jingdong Wang

Semantic Image Matting

Yanan Sun, Chi-Keung Tang, Yu-Wing Tai

Deep Implicit Templates for 3D Shape Representation

Zerong Zheng, Tao Yu, Qionghai Dai, Yebin Liu

Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment

Yuhan Shen, Lu Wang, Ehsan Elhamifar

3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding

Shengheng Deng, Xun Xu, Chaozheng Wu, Ke Chen, Kui Jia

CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency

Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian

Exploring Simple Siamese Representation Learning

Xinlei Chen, Kaiming He

Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection

Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets

Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen

Distilling Knowledge via Knowledge Review

Pengguang Chen, Shu Liu, Hengshuang Zhao, Jiaya Jia

Learning Student Networks in the Wild

Hanting Chen, Tianyu Guo, Chang Xu, Wenshuo Li, Chunjing XU

Weakly Supervised Action Selection Learning in Video

Junwei Ma, Satya Krishna Gorti, Maksims Volkovs, Guangwei Yu

Mutual CRF-GNN for Few-Shot Learning

SHIXIANG TANG, Dapeng Chen, LEI BAI, Kaijian Liu, Yixiao Ge

Globally Optimal Relative Pose Estimation With Gravity Prior

Yaqing Ding, Daniel Barath, Jian Yang, Hui Kong, Zuzana Kukelova

Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera

Lukas Neumann, Andrea Vedaldi

SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection

Weichen Zhang, Wen Li, Dong Xu

Panoptic Segmentation Forecasting

Colin Graber, Grace Tsai, Michael Firman, Gabriel Brostow, Alexander G. Schwing

DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes With Biharmonic Coordinates

Minghua Liu, Minhyuk Sung, Radomir Mech, Hao Su

Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion

Vitor Guizilini, Rares Ambrus, Wolfram Burgard, Adrien Gaidon

Bottom-Up Shift and Reasoning for Referring Image Segmentation

Sibei Yang, Meng Xia, Guanbin Li, Hong-Yu Zhou, Yizhou Yu

Learning Complete 3D Morphable Face Models From Images and Videos

Mallikarjun B R, Ayush Tewari, Hans-peter Seidel, Mohamed Elgharib, Christian Theobalt

Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark

Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang

Reciprocal Transformations for Unsupervised Video Object Segmentation

Sucheng Ren, Wenxi Liu, Yongtuo Liu, Haoxin Chen, Guoqiang Han

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning

Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin

Mirror3D: Depth Refinement for Mirror Surfaces

Jiaqi Tan, Weijie Lin, Angel X. Chang, Manolis Savva

Cluster-Wise Hierarchical Generative Model for Deep Amortized Clustering

Huafeng Liu, Jiaqi Wang, Liping Jing

Attention-Guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton

Xi Zhang, Xiaolin Wu

Dive Into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition

Jiahui She, Yibo Hu, Hailin Shi, Jun Wang, Qiu Shen

Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images

Florian Kluger, Hanno Ackermann, Eric Brachmann, Michael Ying Yang, Bodo Rosenhahn

Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services

Jinyu Tian, Jiantao Zhou, Jia Duan

Flow-Based Kernel Prior With Application to Blind Super-Resolution

Jingyun Liang, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte

ANR: Articulated Neural Rendering for Virtual Avatars

Amit Raj, Julian Tanke, James Hays, Minh Vo, Carsten Stoll

LEAP: Learning Articulated Occupancy of People

Marko Mihajlovic, Yan Zhang, Michael J. Black, Siyu Tang

Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis

Yi Liu, Xiaoyang Huo, Tianyi Chen, Xiangping Zeng, Si Wu

Context-Aware Layout to Image Generation With Enhanced Object Appearance

Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song

Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia

Pixel Codec Avatars

Shugao Ma, Tomas Simon, Jason Saragih, Dawei Wang, Yuecheng Li

Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification

Oren Nuriel, Sagie Benaim, Lior Wolf

Objects Are Different: Flexible Monocular 3D Object Detection

Yunpeng Zhang, Jiwen Lu, Jie Zhou

Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes

Shuai Shen, Wanhua Li, Zheng Zhu, Guan Huang, Dalong Du

M3DSSD: Monocular 3D Single Stage Object Detector

Shujie Luo, Hang Dai, Ling Shao, Yong Ding

Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On

Chongjian GE, Yibing Song, Yuying Ge, Han Yang, Wei Liu

One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking

Minghao Chen, Jianlong Fu, Haibin Ling

Single Image Reflection Removal With Absorption Effect

Qian Zheng, Boxin Shi, Jinnan Chen, Xudong Jiang, Ling-Yu Duan

Learning Asynchronous and Sparse Human-Object Interaction in Videos

Romero Morais, Vuong Le, Svetha Venkatesh, Truyen Tran

Spatial Feature Calibration and Temporal Fusion for Effective One-Stage Video Instance Segmentation

Minghan Li, Shuai Li, Lida Li, Lei Zhang

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li

Normal Integration via Inverse Plane Fitting With Minimum Point-to-Plane Distance

Xu Cao, Boxin Shi, Fumio Okura, Yasuyuki Matsushita

Graph-Based High-Order Relation Discovery for Fine-Grained Recognition

Yifan Zhao, Ke Yan, Feiyue Huang, Jia Li

Learning Normal Dynamics in Videos With Meta Prototype Network

Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li

Sketch, Ground, and Refine: Top-Down Dense Video Captioning

Chaorui Deng, Shizhe Chen, Da Chen, Yuan He, Qi Wu